{
  "id": 264850,
  "title": "Model performance metrics",
  "url": "/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/264850",
  "author_name": "",
  "post_date": "2021-08-13T13:42:25.876360700Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>With the dataset being very limited it is hard to get a good representation of the models generalisation just by using the given data.</p>\n<p>What performance metrics are relevant in such a situation where our validation sets are limited?</p>",
  "messages": [
    {
      "id": "1470392",
      "postDate": "08/13/2021 13:42:25",
      "content": "<p>With the dataset being very limited it is hard to get a good representation of the models generalisation just by using the given data.</p>\n<p>What performance metrics are relevant in such a situation where our validation sets are limited?</p>",
      "rawMarkdown": "With the dataset being very limited it is hard to get a good representation of the models generalisation just by using the given data.\n\nWhat performance metrics are relevant in such a situation where our validation sets are limited?",
      "votes": null
    },
    {
      "id": "1481064",
      "postDate": "08/19/2021 09:42:33",
      "content": "<p>I have same question as well. The dataset is too small for generalization. looking for suggestion. </p>",
      "rawMarkdown": "I have same question as well. The dataset is too small for generalization. looking for suggestion.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1481064,
      "author_name": "hawkeat",
      "author_url": "",
      "post_date": "08/19/2021 09:42:33",
      "content": "<p>I have same question as well. The dataset is too small for generalization. looking for suggestion. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1470392": "With the dataset being very limited it is hard to get a good representation of the models generalisation just by using the given data.\n\nWhat performance metrics are relevant in such a situation where our validation sets are limited?",
    "1481064": "I have same question as well. The dataset is too small for generalization. looking for suggestion."
  },
  "source": "meta"
}